AnythingLLM vs Ollama (2026): which should you pick?
As of Nov 12, 2026, AnythingLLM grades higher than Ollama: 3.2 against 2.6 out of 4.0.
Checked Oct 5, 2026 and Nov 12, 2026 · graded Oct 10, 2026 and Nov 12, 2026 by ToolGPA
AnythingLLM grades higher on ease of use and platforms. They get the same grade on value for money, the free plan and features.
Price, platforms and features side by side. The table says where each price was read and when.
AnythingLLM
Open-source AI app for documents, agents and local models
Ollama
Run open AI models on your computer or in Ollama's cloud
Which one is for you
Pick AnythingLLM if
- Fits if you want to ask questions of private documents without sending them to a cloud service
- Works for teams that want their own AI workspace, self-hosted with Docker or hosted for them
Look elsewhere if
- Skip it if you want it on an iPhone, because the mobile app is Android only
- Pricey if you're one person wanting it hosted, at $50 a month before you've paid for a model
- Not for you if you need custom agents or MCP on the hosted cloud, as neither is supported there
- Watch out: the Magic tools have daily free limits, work on Windows and macOS only, and the plan that lifts them has no readable price
- Tight if you embed big files on the hosted cloud, since instances have no GPU and the docs warn large documents can crash the lower tier
Pick Ollama if
- Fits if you are happy in a terminal and want models running on your own machine
- Works for developers who want an OpenAI-style API pointed at local models
Look elsewhere if
- Skip it if you want a ready chat window, as the pages we read describe none
- Tight if your computer has no capable GPU, because large models run slowly
- Watch out: cloud use past your plan's credits is billed per token at each model's rate
- Watch out: Team is marked early access, and some Pro and Team features are listed as coming soon
How we grade them
| 3.2GPAAnythingLLMVery good | 2.6GPAOllamaGood | |
|---|---|---|
| Value for money | AThe desktop app costs nothing and the multi-user version is MIT-licensed, free to self-host. What's sold is hosting: $50 a month, or $99 with priority resources, which is three times this category's dearest quarter, and you still bring your own model key. | AThe desktop program is free to download and run, with no subscription, which counts as free and substantial. Cloud plans start at $20 a month, but you do not need them. |
| Free plan and trial | AFree for personal and commercial use with no account. Only the Magic tools, dictation and autocomplete, come with daily limits. The models are on you: a local one is free, a cloud key isn't. | ARunning models locally costs $0 with no cap from the vendor; only your hardware limits you. Cloud models are billed per token on the free tier. |
| Features | CIt does the chat-with-your-documents job fully, and that's a smaller job than a general assistant: no image generation, no voice. The hosted cloud has no model and no MCP, the Magic features are Windows and macOS only, and mobile is Android only. | CLocal and cloud models behind an OpenAI- and Anthropic-compatible API. The pages we read describe no chat app, and some Pro and Team features are listed as coming soon. |
| Ease of use | BThe desktop app suggests a local model to suit your hardware and wants no key and no account, so it's install and go. No rating on record to go by. The team version is Docker, which is a different sort of evening. | DNo store rating on record. You drive it from a command line and an API, and large models are slow without a capable GPU. |
| Platforms and integrations | BMac, Windows and Linux, plus an Android app that runs small models on the phone, and it connects to OpenAI, Anthropic, Ollama, LM Studio, OpenRouter and Bedrock. There's no iPhone app, and the Magic features are desktop only. | CMac, Windows and Linux programs only, with OpenAI and Anthropic SDK compatibility. No web or phone app is listed. |
| Best for | chatting with your own documents on your own machine | running AI models on your own computer |
The GPA is the average of the five grades: an A is 4 points, an F is none. The full reasons are on each tool's page: AnythingLLM and Ollama. How we grade
Price against what you get
AnythingLLM starts at $50 a month and scores 2.7 out of 4 on features, ease of use and platforms. Ollama starts at $16.67 a month and scores 1.7.
AnythingLLM scores higher, and starts $33.33 a month higher: the question is whether the extra is worth that to you. Of the other AI assistants on the chart, 20 score higher than AnythingLLM for less, and 41 score higher than Ollama for less.
Features, ease of use and platforms, averaged
What paid plans start at, a month (each step along is roughly double) →
- The best score at each price
- Has a free plan
- No free plan
Where they differ
- AnythingLLM is open source and self-hostable, according to its own site.
- AnythingLLM also covers meeting notes.
At a glance
| AnythingLLM | Ollama | |
|---|---|---|
| Pricing | Free plan | Free plan |
| Starts at | $50 per month (Basic hosted cloud instance) | $20 per month (Pro), or $16.67 per month billed annually |
| Free plan | The desktop app is free for personal and commercial use with no account, and the MIT-licensed multi-user version can be self-hosted with Docker at no charge. | Pay as you go costs $0: run models locally with no subscription, or pay per token for cloud models, with 3 concurrent requests. |
| Free trial | None listed | None listed |
| Web | ||
| macOS | ||
| Windows | ||
| Linux | ||
| Android | ||
| Made by | Mintplex Labs, Inc. | Ollama |
| Price read from | anythingllm.com | ollama.com |
| Checked | Oct 5, 2026 | Nov 12, 2026 |
Worth knowing
AnythingLLM
- The hosted cloud has no built-in LLM and does not support custom agents or MCP; you connect your own model provider.
- Magic Echo, Beacon and Tab have daily free limits. The Pro subscription that removes them is priced on a checkout page that could not be read.
- Magic features and AnythingLLM Pro work on Windows and macOS only, and the mobile app is for Android only.
- Hosted cloud instances have no GPU, and the docs warn that embedding very large documents can crash an instance on the lower tier.
Ollama
- It is driven from a command line and API; the pages we read describe no built-in chat app.
- Local speed depends on your hardware; the vendor warns large models are slow without a strong GPU.
- Cloud usage beyond a plan's monthly credits is billed per token at the listed model rates.
- Team is marked early access, and some Pro and Team features are listed as coming soon.
Key features
AnythingLLM
- Chat with your documents
- Documents you add become part of the assistant's knowledge base. In the desktop app they are processed on the device and no data leaves it.
- Local or cloud models
- Recommends a local model to suit your hardware and needs no API key, and can also connect cloud providers such as OpenAI and Anthropic.
- Agents and custom skills
- Agents can search and scrape the web, read, write and search local files, run recurring background jobs and use custom agent skills.
- Meeting Assistant
- Transcribes and summarizes meetings on your own computer, producing action items, key decisions and a full transcript with no bot joining the call.
- Magic Echo, Beacon and Tab
- System-wide dictation, questions about highlighted text and autocomplete on Windows and macOS. Each has a daily free allowance that an AnythingLLM Pro subscription removes.
- Multi-user deployment
- The Docker and hosted cloud versions serve several users on one server with isolated tenants, fine-grained admin controls and white-label branding.
Ollama
- Local models
- Download an open model and run it on your own machine. Speed depends on your hardware, and large models are slow without a strong GPU.
- Cloud models
- Run larger open models on Ollama's servers with no download. Model names ending in :cloud select them, and the API is at ollama.com.
- API compatibility
- The docs describe OpenAI-compatible and Anthropic-compatible APIs, so apps written for those SDKs can point at Ollama.
- Per-token model pricing
- The pricing page lists input, cached input and output prices per million tokens for each cloud model, with lower off-peak rates on some.
- Zero data retention
- Ollama says prompts are never stored or trained on, and that partner providers must agree to no logging and no training.
Plans
AnythingLLM
Desktop and self-hosted$0
The desktop app for macOS, Windows and Linux with no account, or the multi-user version self-hosted with Docker. Magic features have daily free limits.
Basic (Cloud)$50
per month
A private hosted instance on a custom subdomain for independent use or small teams, with RAG and agents set up. You bring your own LLM API key.
Pro (Cloud)$99
per month
A private hosted instance with priority resources for larger teams and a 72-hour support SLA.
EnterpriseCustom
On-premise deployment with a custom SLA, custom integrations, SSO and role-based access control.
Ollama
Pay as you go$0
Run models locally at no cost; cloud models are billed per token. 3 concurrent requests and no service fees.
Pro$20
per month, billed monthly ($16.67 billed annually)
$60 of usage credits per month and access to larger pro models. Annual billing is $200 a year.
Max$100
per month
Everything in Pro plus $300 of monthly usage credits, early model access and 10 concurrent requests.
Team$500
per month for unlimited users
$1,000 of monthly credits shared by the team, central billing and administration, and priority support. Early access.
EnterpriseCustom
Adds model access controls, cost budgets for users and API keys, and a private Slack channel. Priced by volume.
Ways to pay less
AnythingLLM
- Other savings
Free self-hosting with Docker
The multi-user version sold as hosted cloud plans from $50 a month can instead be self-hosted with Docker for free under the MIT license.
Ollama
- Annual discount
Pro costs $200 a year billed annually
Ollama's pricing page shows Pro at $20 a month, or $200 a year billed annually, which works out to $16.67 a month.
Common questions
Which is cheaper, AnythingLLM or Ollama?
As of Nov 12, 2026, Ollama is cheaper to start with: $16.67 a month, against $50 a month for AnythingLLM. AnythingLLM starts at $50 per month (Basic hosted cloud instance), and Ollama starts at $20 per month (Pro), or $16.67 per month billed annually.
Which has a free plan, AnythingLLM or Ollama?
As of Nov 12, 2026, both AnythingLLM and Ollama have a free plan.
Which platforms do AnythingLLM and Ollama run on?
As of Nov 12, 2026, only AnythingLLM lists a web app and an Android app. Both list macOS, Windows and Linux apps. A platform missing from a listing is one its maker's pages did not mention.
More comparisons
How this page was made
- The verdict at the top follows a fixed rule. When both tools are in the same category and either is in our top three for it, the verdict follows that ranking: the higher-placed tool is our pick. The top three weigh who each tool suits as well as its grades, so a pick can go against the GPA. Otherwise the page does not pick one and says which grades higher: the higher GPA first; on a tie, the one with a free plan, then the one that starts cheaper in dollars a month, counted the same way for both; if they are still level, what the choice depends on.
- The grades are our own, from each tool’s review or report card. The GPA is their average.
- Prices, plans and platforms come from each tool’s listing. The table above says where each price was read and when.
- The differences and the answers to the questions are worked out from those listings.